The rise of Edge AI signifies a profound shift away from centralized computation models. Instead of relying solely on distant cloud servers, Edge AI brings smarts closer to the origin of data – whether that's a security camera, a manufacturing robot, or a autonomous vehicle. This decentralized strategy minimizes delay, enhances privacy, and reduc